{"id":"W2021515328","doi":"10.1016/j.paid.2015.01.006","title":"The General Factor of Personality: The “Big One,” a self-evaluative trait, or a methodological gnat that won’t go away?","year":2015,"lang":"en","type":"article","venue":"Personality and Individual Differences","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Trait; Personality; Artifact (error); Variance (accounting); Personality Assessment Inventory; Hierarchical structure of the Big Five; Big Five personality traits; Set (abstract data type); Social psychology; Big Five personality traits and culture; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004804961,0.0004699048,0.0008143489,0.00006982145,0.0006581365,0.0002013325,0.00100732,0.0003918607,0.001627747],"category_scores_gemma":[0.0005260347,0.0002262224,0.0002833199,0.0003006408,0.002065163,0.0001312177,0.0001948174,0.0007548683,0.00002557973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004698746,"about_ca_system_score_gemma":0.0002565407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309446,"about_ca_topic_score_gemma":0.0009660108,"domain_scores_codex":[0.9923294,0.004329407,0.0005824855,0.0008164415,0.001155479,0.0007868336],"domain_scores_gemma":[0.9949467,0.003652457,0.0003924863,0.0004820669,0.0001956956,0.0003306408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003464227,0.002174691,0.2655894,0.0001413703,0.004350856,0.00002307936,0.4888096,5.016278e-7,0.0001171902,0.09786011,0.01279655,0.1246724],"study_design_scores_gemma":[0.001528129,0.0009769503,0.9451201,0.00002494952,0.0002677978,0.00007678111,0.02892904,0.00003364688,0.00002088091,0.009964346,0.01269283,0.0003645476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755043,0.002989156,0.0001652292,0.01011761,0.000810598,0.000543798,0.001237681,0.00007347094,0.008558161],"genre_scores_gemma":[0.9936494,0.0001677426,0.0007993254,0.002292976,0.0005390705,0.0001548661,0.00004155056,0.00002089647,0.002334141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6795307,"threshold_uncertainty_score":0.9992849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.598716778327968,"score_gpt":0.4480273807734385,"score_spread":0.1506893975545295,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}